Third Eye Blind was solidifying its status in the late 1990s with the release of its self-titled debut album, which came out in 1997. By the time of the live performance of "Motorcycle Drive By" at The Fillmore in San Francisco—likely during their peak touring years in the late '90s—the band had already achieved significant commercial success, with hits that defined the era. Their debut album was well-received and featured anthems that resonated with a generation, reflecting themes of love, introspection, and youthful angst. Notably, "Motorcycle Drive By" became one of the fan favorites, showcasing the band's unique blend of alternative rock and emotional lyricism. This performance captured the energy and connection the band had with their audience during a time when they were riding a wave of popularity, contributing to their lasting legacy in the late-'90s music scene.